Dataset statistics
| Number of variables | 11 |
|---|---|
| Number of observations | 800 |
| Missing cells | 387 |
| Missing cells (%) | 4.4% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 197.0 KiB |
| Average record size in memory | 252.1 B |
Variable types
| NUM | 7 |
|---|---|
| CAT | 3 |
| BOOL | 1 |
Reproduction
| Analysis started | 2020-08-10 12:59:53.648800 |
|---|---|
| Analysis finished | 2020-08-10 13:00:22.781228 |
| Duration | 29.13 seconds |
| Version | pandas-profiling v2.8.0 |
| Command line | pandas_profiling --config_file config.yaml [YOUR_FILE.csv] |
| Download configuration | config.yaml |
| Distinct count | 799 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 1 |
| Missing (%) | 0.1% |
| Memory size | 6.4 KiB |
| Skorupi | 1 |
|---|---|
| Wurmple | 1 |
| Oddish | 1 |
| Mismagius | 1 |
| Wormadam Sandy Cloak | 1 |
| Other values (794) |
| Value | Count | Frequency (%) | |
| Skorupi | 1 | 0.1% | |
| Wurmple | 1 | 0.1% | |
| Oddish | 1 | 0.1% | |
| Mismagius | 1 | 0.1% | |
| Wormadam Sandy Cloak | 1 | 0.1% | |
| Monferno | 1 | 0.1% | |
| Kakuna | 1 | 0.1% | |
| Mega Tyranitar | 1 | 0.1% | |
| Rapidash | 1 | 0.1% | |
| Jirachi | 1 | 0.1% | |
| Thundurus Therian Forme | 1 | 0.1% | |
| Exploud | 1 | 0.1% | |
| Exeggcute | 1 | 0.1% | |
| Turtwig | 1 | 0.1% | |
| Porygon2 | 1 | 0.1% | |
| Mega Aggron | 1 | 0.1% | |
| Buizel | 1 | 0.1% | |
| Nidoran♀ | 1 | 0.1% | |
| Sharpedo | 1 | 0.1% | |
| Luxray | 1 | 0.1% | |
| Pumpkaboo Large Size | 1 | 0.1% | |
| Cinccino | 1 | 0.1% | |
| Skrelp | 1 | 0.1% | |
| Geodude | 1 | 0.1% | |
| Ursaring | 1 | 0.1% | |
| Other values (774) | 774 | 96.8% |
Length
| Max length | 25 |
|---|---|
| Median length | 8 |
| Mean length | 8.36875 |
| Min length | 3 |
Most occurring characters
| Value | Count | Frequency (%) | |
| a | 633 | 9.5% | |
| e | 609 | 9.1% | |
| o | 528 | 7.9% | |
| r | 478 | 7.1% | |
| i | 444 | 6.6% | |
| n | 362 | 5.4% | |
| l | 354 | 5.3% | |
| t | 297 | 4.4% | |
| u | 239 | 3.6% | |
| s | 205 | 3.1% | |
| g | 198 | 3.0% | |
| m | 168 | 2.5% | |
| d | 158 | 2.4% | |
| h | 141 | 2.1% | |
| c | 137 | 2.0% | |
| 136 | 2.0% | ||
| S | 129 | 1.9% | |
| p | 129 | 1.9% | |
| M | 120 | 1.8% | |
| y | 110 | 1.6% | |
| k | 103 | 1.5% | |
| b | 85 | 1.3% | |
| w | 69 | 1.0% | |
| C | 62 | 0.9% | |
| G | 58 | 0.9% | |
| Other values (35) | 743 | 11.1% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 5614 | 83.9% | |
| Uppercase Letter | 937 | 14.0% | |
| Space Separator | 136 | 2.0% | |
| Other Punctuation | 3 | < 0.1% | |
| Other Symbol | 2 | < 0.1% | |
| Dash Punctuation | 2 | < 0.1% | |
| Decimal Number | 1 | < 0.1% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| S | 129 | 13.8% | |
| M | 120 | 12.8% | |
| C | 62 | 6.6% | |
| G | 58 | 6.2% | |
| P | 56 | 6.0% | |
| F | 50 | 5.3% | |
| A | 47 | 5.0% | |
| D | 47 | 5.0% | |
| B | 45 | 4.8% | |
| T | 44 | 4.7% | |
| L | 42 | 4.5% | |
| H | 33 | 3.5% | |
| R | 32 | 3.4% | |
| K | 30 | 3.2% | |
| W | 25 | 2.7% | |
| V | 23 | 2.5% | |
| E | 21 | 2.2% | |
| N | 17 | 1.8% | |
| Z | 12 | 1.3% | |
| I | 8 | 0.9% | |
| J | 8 | 0.9% | |
| O | 8 | 0.9% | |
| Y | 6 | 0.6% | |
| U | 6 | 0.6% | |
| X | 4 | 0.4% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| a | 633 | 11.3% | |
| e | 609 | 10.8% | |
| o | 528 | 9.4% | |
| r | 478 | 8.5% | |
| i | 444 | 7.9% | |
| n | 362 | 6.4% | |
| l | 354 | 6.3% | |
| t | 297 | 5.3% | |
| u | 239 | 4.3% | |
| s | 205 | 3.7% | |
| g | 198 | 3.5% | |
| m | 168 | 3.0% | |
| d | 158 | 2.8% | |
| h | 141 | 2.5% | |
| c | 137 | 2.4% | |
| p | 129 | 2.3% | |
| y | 110 | 2.0% | |
| k | 103 | 1.8% | |
| b | 85 | 1.5% | |
| w | 69 | 1.2% | |
| f | 52 | 0.9% | |
| z | 40 | 0.7% | |
| v | 34 | 0.6% | |
| x | 28 | 0.5% | |
| q | 8 | 0.1% | |
| Other values (2) | 5 | 0.1% |
Most frequent Space Separator characters
| Value | Count | Frequency (%) | |
| 136 | 100.0% |
Most frequent Other Symbol characters
| Value | Count | Frequency (%) | |
| ♀ | 1 | 50.0% | |
| ♂ | 1 | 50.0% |
Most frequent Other Punctuation characters
| Value | Count | Frequency (%) | |
| . | 2 | 66.7% | |
| ' | 1 | 33.3% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 2 | 1 | 100.0% |
Most frequent Dash Punctuation characters
| Value | Count | Frequency (%) | |
| - | 2 | 100.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 6551 | 97.8% | |
| Common | 144 | 2.2% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| a | 633 | 9.7% | |
| e | 609 | 9.3% | |
| o | 528 | 8.1% | |
| r | 478 | 7.3% | |
| i | 444 | 6.8% | |
| n | 362 | 5.5% | |
| l | 354 | 5.4% | |
| t | 297 | 4.5% | |
| u | 239 | 3.6% | |
| s | 205 | 3.1% | |
| g | 198 | 3.0% | |
| m | 168 | 2.6% | |
| d | 158 | 2.4% | |
| h | 141 | 2.2% | |
| c | 137 | 2.1% | |
| S | 129 | 2.0% | |
| p | 129 | 2.0% | |
| M | 120 | 1.8% | |
| y | 110 | 1.7% | |
| k | 103 | 1.6% | |
| b | 85 | 1.3% | |
| w | 69 | 1.1% | |
| C | 62 | 0.9% | |
| G | 58 | 0.9% | |
| P | 56 | 0.9% | |
| Other values (28) | 679 | 10.4% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 136 | 94.4% | ||
| . | 2 | 1.4% | |
| - | 2 | 1.4% | |
| ♀ | 1 | 0.7% | |
| ♂ | 1 | 0.7% | |
| ' | 1 | 0.7% | |
| 2 | 1 | 0.7% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 6691 | 99.9% | |
| Misc Symbols | 2 | < 0.1% | |
| None | 2 | < 0.1% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| a | 633 | 9.5% | |
| e | 609 | 9.1% | |
| o | 528 | 7.9% | |
| r | 478 | 7.1% | |
| i | 444 | 6.6% | |
| n | 362 | 5.4% | |
| l | 354 | 5.3% | |
| t | 297 | 4.4% | |
| u | 239 | 3.6% | |
| s | 205 | 3.1% | |
| g | 198 | 3.0% | |
| m | 168 | 2.5% | |
| d | 158 | 2.4% | |
| h | 141 | 2.1% | |
| c | 137 | 2.0% | |
| 136 | 2.0% | ||
| S | 129 | 1.9% | |
| p | 129 | 1.9% | |
| M | 120 | 1.8% | |
| y | 110 | 1.6% | |
| k | 103 | 1.5% | |
| b | 85 | 1.3% | |
| w | 69 | 1.0% | |
| C | 62 | 0.9% | |
| G | 58 | 0.9% | |
| Other values (32) | 739 | 11.0% |
Most frequent Misc Symbols characters
| Value | Count | Frequency (%) | |
| ♀ | 1 | 50.0% | |
| ♂ | 1 | 50.0% |
Most frequent None characters
| Value | Count | Frequency (%) | |
| é | 2 | 100.0% |
Type 1
Categorical
| Distinct count | 18 |
|---|---|
| Unique (%) | 2.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.4 KiB |
| Water | |
|---|---|
| Normal | |
| Grass | 70 |
| Bug | 69 |
| Psychic | 57 |
| Other values (13) |
| Value | Count | Frequency (%) | |
| Water | 112 | 14.0% | |
| Normal | 98 | 12.2% | |
| Grass | 70 | 8.8% | |
| Bug | 69 | 8.6% | |
| Psychic | 57 | 7.1% | |
| Fire | 52 | 6.5% | |
| Rock | 44 | 5.5% | |
| Electric | 44 | 5.5% | |
| Ground | 32 | 4.0% | |
| Dragon | 32 | 4.0% | |
| Ghost | 32 | 4.0% | |
| Dark | 31 | 3.9% | |
| Poison | 28 | 3.5% | |
| Fighting | 27 | 3.4% | |
| Steel | 27 | 3.4% | |
| Ice | 24 | 3.0% | |
| Fairy | 17 | 2.1% | |
| Flying | 4 | 0.5% |
Length
| Max length | 8 |
|---|---|
| Median length | 5 |
| Mean length | 5.26 |
| Min length | 3 |
Most occurring characters
| Value | Count | Frequency (%) | |
| r | 488 | 11.6% | |
| a | 360 | 8.6% | |
| o | 294 | 7.0% | |
| e | 286 | 6.8% | |
| c | 270 | 6.4% | |
| s | 257 | 6.1% | |
| i | 256 | 6.1% | |
| t | 242 | 5.8% | |
| l | 173 | 4.1% | |
| g | 159 | 3.8% | |
| G | 134 | 3.2% | |
| n | 123 | 2.9% | |
| h | 116 | 2.8% | |
| W | 112 | 2.7% | |
| u | 101 | 2.4% | |
| F | 100 | 2.4% | |
| N | 98 | 2.3% | |
| m | 98 | 2.3% | |
| P | 85 | 2.0% | |
| y | 78 | 1.9% | |
| k | 75 | 1.8% | |
| B | 69 | 1.6% | |
| D | 63 | 1.5% | |
| E | 44 | 1.0% | |
| R | 44 | 1.0% | |
| Other values (3) | 83 | 2.0% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 3408 | 81.0% | |
| Uppercase Letter | 800 | 19.0% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| G | 134 | 16.8% | |
| W | 112 | 14.0% | |
| F | 100 | 12.5% | |
| N | 98 | 12.2% | |
| P | 85 | 10.6% | |
| B | 69 | 8.6% | |
| D | 63 | 7.9% | |
| E | 44 | 5.5% | |
| R | 44 | 5.5% | |
| S | 27 | 3.4% | |
| I | 24 | 3.0% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| r | 488 | 14.3% | |
| a | 360 | 10.6% | |
| o | 294 | 8.6% | |
| e | 286 | 8.4% | |
| c | 270 | 7.9% | |
| s | 257 | 7.5% | |
| i | 256 | 7.5% | |
| t | 242 | 7.1% | |
| l | 173 | 5.1% | |
| g | 159 | 4.7% | |
| n | 123 | 3.6% | |
| h | 116 | 3.4% | |
| u | 101 | 3.0% | |
| m | 98 | 2.9% | |
| y | 78 | 2.3% | |
| k | 75 | 2.2% | |
| d | 32 | 0.9% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 4208 | 100.0% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| r | 488 | 11.6% | |
| a | 360 | 8.6% | |
| o | 294 | 7.0% | |
| e | 286 | 6.8% | |
| c | 270 | 6.4% | |
| s | 257 | 6.1% | |
| i | 256 | 6.1% | |
| t | 242 | 5.8% | |
| l | 173 | 4.1% | |
| g | 159 | 3.8% | |
| G | 134 | 3.2% | |
| n | 123 | 2.9% | |
| h | 116 | 2.8% | |
| W | 112 | 2.7% | |
| u | 101 | 2.4% | |
| F | 100 | 2.4% | |
| N | 98 | 2.3% | |
| m | 98 | 2.3% | |
| P | 85 | 2.0% | |
| y | 78 | 1.9% | |
| k | 75 | 1.8% | |
| B | 69 | 1.6% | |
| D | 63 | 1.5% | |
| E | 44 | 1.0% | |
| R | 44 | 1.0% | |
| Other values (3) | 83 | 2.0% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 4208 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| r | 488 | 11.6% | |
| a | 360 | 8.6% | |
| o | 294 | 7.0% | |
| e | 286 | 6.8% | |
| c | 270 | 6.4% | |
| s | 257 | 6.1% | |
| i | 256 | 6.1% | |
| t | 242 | 5.8% | |
| l | 173 | 4.1% | |
| g | 159 | 3.8% | |
| G | 134 | 3.2% | |
| n | 123 | 2.9% | |
| h | 116 | 2.8% | |
| W | 112 | 2.7% | |
| u | 101 | 2.4% | |
| F | 100 | 2.4% | |
| N | 98 | 2.3% | |
| m | 98 | 2.3% | |
| P | 85 | 2.0% | |
| y | 78 | 1.9% | |
| k | 75 | 1.8% | |
| B | 69 | 1.6% | |
| D | 63 | 1.5% | |
| E | 44 | 1.0% | |
| R | 44 | 1.0% | |
| Other values (3) | 83 | 2.0% |
| Distinct count | 18 |
|---|---|
| Unique (%) | 4.3% |
| Missing | 386 |
| Missing (%) | 48.3% |
| Memory size | 6.4 KiB |
| Flying | |
|---|---|
| Ground | 35 |
| Poison | 34 |
| Psychic | 33 |
| Fighting | 26 |
| Other values (13) |
| Value | Count | Frequency (%) | |
| Flying | 97 | 12.1% | |
| Ground | 35 | 4.4% | |
| Poison | 34 | 4.2% | |
| Psychic | 33 | 4.1% | |
| Fighting | 26 | 3.2% | |
| Grass | 25 | 3.1% | |
| Fairy | 23 | 2.9% | |
| Steel | 22 | 2.8% | |
| Dark | 20 | 2.5% | |
| Dragon | 18 | 2.2% | |
| Water | 14 | 1.8% | |
| Ice | 14 | 1.8% | |
| Ghost | 14 | 1.8% | |
| Rock | 14 | 1.8% | |
| Fire | 12 | 1.5% | |
| Electric | 6 | 0.8% | |
| Normal | 4 | 0.5% | |
| Bug | 3 | 0.4% | |
| (Missing) | 386 | 48.2% |
Length
| Max length | 8 |
|---|---|
| Median length | 3 |
| Mean length | 4.3725 |
| Min length | 3 |
Most occurring characters
| Value | Count | Frequency (%) | |
| n | 982 | 28.1% | |
| a | 490 | 14.0% | |
| i | 257 | 7.3% | |
| g | 170 | 4.9% | |
| F | 158 | 4.5% | |
| r | 157 | 4.5% | |
| o | 153 | 4.4% | |
| y | 153 | 4.4% | |
| s | 131 | 3.7% | |
| l | 129 | 3.7% | |
| c | 106 | 3.0% | |
| e | 90 | 2.6% | |
| t | 82 | 2.3% | |
| G | 74 | 2.1% | |
| h | 73 | 2.1% | |
| P | 67 | 1.9% | |
| D | 38 | 1.1% | |
| u | 38 | 1.1% | |
| d | 35 | 1.0% | |
| k | 34 | 1.0% | |
| S | 22 | 0.6% | |
| I | 14 | 0.4% | |
| R | 14 | 0.4% | |
| W | 14 | 0.4% | |
| E | 6 | 0.2% | |
| Other values (3) | 11 | 0.3% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 3084 | 88.2% | |
| Uppercase Letter | 414 | 11.8% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| F | 158 | 38.2% | |
| G | 74 | 17.9% | |
| P | 67 | 16.2% | |
| D | 38 | 9.2% | |
| S | 22 | 5.3% | |
| I | 14 | 3.4% | |
| R | 14 | 3.4% | |
| W | 14 | 3.4% | |
| E | 6 | 1.4% | |
| N | 4 | 1.0% | |
| B | 3 | 0.7% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| n | 982 | 31.8% | |
| a | 490 | 15.9% | |
| i | 257 | 8.3% | |
| g | 170 | 5.5% | |
| r | 157 | 5.1% | |
| o | 153 | 5.0% | |
| y | 153 | 5.0% | |
| s | 131 | 4.2% | |
| l | 129 | 4.2% | |
| c | 106 | 3.4% | |
| e | 90 | 2.9% | |
| t | 82 | 2.7% | |
| h | 73 | 2.4% | |
| u | 38 | 1.2% | |
| d | 35 | 1.1% | |
| k | 34 | 1.1% | |
| m | 4 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 3498 | 100.0% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| n | 982 | 28.1% | |
| a | 490 | 14.0% | |
| i | 257 | 7.3% | |
| g | 170 | 4.9% | |
| F | 158 | 4.5% | |
| r | 157 | 4.5% | |
| o | 153 | 4.4% | |
| y | 153 | 4.4% | |
| s | 131 | 3.7% | |
| l | 129 | 3.7% | |
| c | 106 | 3.0% | |
| e | 90 | 2.6% | |
| t | 82 | 2.3% | |
| G | 74 | 2.1% | |
| h | 73 | 2.1% | |
| P | 67 | 1.9% | |
| D | 38 | 1.1% | |
| u | 38 | 1.1% | |
| d | 35 | 1.0% | |
| k | 34 | 1.0% | |
| S | 22 | 0.6% | |
| I | 14 | 0.4% | |
| R | 14 | 0.4% | |
| W | 14 | 0.4% | |
| E | 6 | 0.2% | |
| Other values (3) | 11 | 0.3% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 3498 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| n | 982 | 28.1% | |
| a | 490 | 14.0% | |
| i | 257 | 7.3% | |
| g | 170 | 4.9% | |
| F | 158 | 4.5% | |
| r | 157 | 4.5% | |
| o | 153 | 4.4% | |
| y | 153 | 4.4% | |
| s | 131 | 3.7% | |
| l | 129 | 3.7% | |
| c | 106 | 3.0% | |
| e | 90 | 2.6% | |
| t | 82 | 2.3% | |
| G | 74 | 2.1% | |
| h | 73 | 2.1% | |
| P | 67 | 1.9% | |
| D | 38 | 1.1% | |
| u | 38 | 1.1% | |
| d | 35 | 1.0% | |
| k | 34 | 1.0% | |
| S | 22 | 0.6% | |
| I | 14 | 0.4% | |
| R | 14 | 0.4% | |
| W | 14 | 0.4% | |
| E | 6 | 0.2% | |
| Other values (3) | 11 | 0.3% |
HP
Real number (ℝ≥0)
| Distinct count | 94 |
|---|---|
| Unique (%) | 11.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 69.25875 |
|---|---|
| Minimum | 1 |
| Maximum | 255 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 6.4 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 35.95 |
| Q1 | 50 |
| median | 65 |
| Q3 | 80 |
| 95-th percentile | 110 |
| Maximum | 255 |
| Range | 254 |
| Interquartile range (IQR) | 30 |
Descriptive statistics
| Standard deviation | 25.53466903 |
|---|---|
| Coefficient of variation (CV) | 0.368685098 |
| Kurtosis | 7.232078374 |
| Mean | 69.25875 |
| Median Absolute Deviation (MAD) | 15 |
| Skewness | 1.568224376 |
| Sum | 55407 |
| Variance | 652.0193226 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 60 | 67 | 8.4% | |
| 50 | 63 | 7.9% | |
| 70 | 57 | 7.1% | |
| 65 | 46 | 5.8% | |
| 75 | 43 | 5.4% | |
| 80 | 43 | 5.4% | |
| 40 | 38 | 4.8% | |
| 45 | 38 | 4.8% | |
| 55 | 37 | 4.6% | |
| 100 | 32 | 4.0% | |
| 90 | 27 | 3.4% | |
| 95 | 22 | 2.8% | |
| 85 | 19 | 2.4% | |
| 35 | 15 | 1.9% | |
| 30 | 13 | 1.6% | |
| 105 | 10 | 1.2% | |
| 78 | 9 | 1.1% | |
| 110 | 9 | 1.1% | |
| 44 | 7 | 0.9% | |
| 79 | 7 | 0.9% | |
| 62 | 7 | 0.9% | |
| 68 | 7 | 0.9% | |
| 91 | 7 | 0.9% | |
| 38 | 6 | 0.8% | |
| 59 | 6 | 0.8% | |
| Other values (69) | 165 | 20.6% |
| Value | Count | Frequency (%) | |
| 1 | 1 | 0.1% | |
| 10 | 1 | 0.1% | |
| 20 | 6 | 0.8% | |
| 25 | 2 | 0.2% | |
| 28 | 1 | 0.1% | |
| 30 | 13 | 1.6% | |
| 31 | 1 | 0.1% | |
| 35 | 15 | 1.9% | |
| 36 | 1 | 0.1% | |
| 37 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 255 | 1 | 0.1% | |
| 250 | 1 | 0.1% | |
| 190 | 1 | 0.1% | |
| 170 | 1 | 0.1% | |
| 165 | 1 | 0.1% | |
| 160 | 1 | 0.1% | |
| 150 | 4 | 0.5% | |
| 144 | 1 | 0.1% | |
| 140 | 1 | 0.1% | |
| 135 | 1 | 0.1% |
Attack
Real number (ℝ≥0)
| Distinct count | 111 |
|---|---|
| Unique (%) | 13.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 79.00125 |
|---|---|
| Minimum | 5 |
| Maximum | 190 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 6.4 KiB |
Quantile statistics
| Minimum | 5 |
|---|---|
| 5-th percentile | 30 |
| Q1 | 55 |
| median | 75 |
| Q3 | 100 |
| 95-th percentile | 136.2 |
| Maximum | 190 |
| Range | 185 |
| Interquartile range (IQR) | 45 |
Descriptive statistics
| Standard deviation | 32.45736587 |
|---|---|
| Coefficient of variation (CV) | 0.4108462318 |
| Kurtosis | 0.1697173149 |
| Mean | 79.00125 |
| Median Absolute Deviation (MAD) | 20 |
| Skewness | 0.551613748 |
| Sum | 63201 |
| Variance | 1053.480599 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 100 | 40 | 5.0% | |
| 65 | 39 | 4.9% | |
| 80 | 37 | 4.6% | |
| 50 | 37 | 4.6% | |
| 85 | 33 | 4.1% | |
| 60 | 33 | 4.1% | |
| 75 | 32 | 4.0% | |
| 70 | 31 | 3.9% | |
| 90 | 30 | 3.8% | |
| 55 | 30 | 3.8% | |
| 45 | 27 | 3.4% | |
| 95 | 26 | 3.2% | |
| 120 | 21 | 2.6% | |
| 40 | 21 | 2.6% | |
| 30 | 20 | 2.5% | |
| 110 | 18 | 2.2% | |
| 105 | 17 | 2.1% | |
| 130 | 14 | 1.8% | |
| 125 | 14 | 1.8% | |
| 35 | 13 | 1.6% | |
| 150 | 11 | 1.4% | |
| 115 | 9 | 1.1% | |
| 48 | 9 | 1.1% | |
| 20 | 8 | 1.0% | |
| 92 | 7 | 0.9% | |
| Other values (86) | 223 | 27.9% |
| Value | Count | Frequency (%) | |
| 5 | 2 | 0.2% | |
| 10 | 3 | 0.4% | |
| 15 | 1 | 0.1% | |
| 20 | 8 | 1.0% | |
| 22 | 1 | 0.1% | |
| 23 | 1 | 0.1% | |
| 24 | 1 | 0.1% | |
| 25 | 7 | 0.9% | |
| 27 | 1 | 0.1% | |
| 29 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 190 | 1 | 0.1% | |
| 185 | 1 | 0.1% | |
| 180 | 3 | 0.4% | |
| 170 | 2 | 0.2% | |
| 165 | 3 | 0.4% | |
| 164 | 1 | 0.1% | |
| 160 | 5 | 0.6% | |
| 155 | 2 | 0.2% | |
| 150 | 11 | 1.4% | |
| 147 | 1 | 0.1% |
Defense
Real number (ℝ≥0)
| Distinct count | 103 |
|---|---|
| Unique (%) | 12.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 73.8425 |
|---|---|
| Minimum | 5 |
| Maximum | 230 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 6.4 KiB |
Quantile statistics
| Minimum | 5 |
|---|---|
| 5-th percentile | 35 |
| Q1 | 50 |
| median | 70 |
| Q3 | 90 |
| 95-th percentile | 130 |
| Maximum | 230 |
| Range | 225 |
| Interquartile range (IQR) | 40 |
Descriptive statistics
| Standard deviation | 31.18350056 |
|---|---|
| Coefficient of variation (CV) | 0.422297465 |
| Kurtosis | 2.72626036 |
| Mean | 73.8425 |
| Median Absolute Deviation (MAD) | 20 |
| Skewness | 1.155912303 |
| Sum | 59074 |
| Variance | 972.4107071 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 70 | 54 | 6.8% | |
| 50 | 49 | 6.1% | |
| 60 | 46 | 5.8% | |
| 80 | 39 | 4.9% | |
| 40 | 36 | 4.5% | |
| 65 | 36 | 4.5% | |
| 90 | 35 | 4.4% | |
| 100 | 33 | 4.1% | |
| 55 | 32 | 4.0% | |
| 45 | 32 | 4.0% | |
| 85 | 29 | 3.6% | |
| 75 | 26 | 3.2% | |
| 95 | 26 | 3.2% | |
| 35 | 23 | 2.9% | |
| 105 | 15 | 1.9% | |
| 30 | 14 | 1.8% | |
| 120 | 13 | 1.6% | |
| 115 | 11 | 1.4% | |
| 110 | 11 | 1.4% | |
| 48 | 11 | 1.4% | |
| 130 | 10 | 1.2% | |
| 63 | 7 | 0.9% | |
| 150 | 7 | 0.9% | |
| 62 | 7 | 0.9% | |
| 67 | 7 | 0.9% | |
| Other values (78) | 191 | 23.9% |
| Value | Count | Frequency (%) | |
| 5 | 2 | 0.2% | |
| 10 | 1 | 0.1% | |
| 15 | 4 | 0.5% | |
| 20 | 4 | 0.5% | |
| 23 | 1 | 0.1% | |
| 25 | 2 | 0.2% | |
| 28 | 1 | 0.1% | |
| 30 | 14 | 1.8% | |
| 32 | 2 | 0.2% | |
| 33 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 230 | 3 | 0.4% | |
| 200 | 2 | 0.2% | |
| 184 | 1 | 0.1% | |
| 180 | 3 | 0.4% | |
| 168 | 1 | 0.1% | |
| 160 | 3 | 0.4% | |
| 150 | 7 | 0.9% | |
| 145 | 2 | 0.2% | |
| 140 | 6 | 0.8% | |
| 135 | 2 | 0.2% |
Sp. Atk
Real number (ℝ≥0)
| Distinct count | 105 |
|---|---|
| Unique (%) | 13.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 72.82 |
|---|---|
| Minimum | 10 |
| Maximum | 194 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 6.4 KiB |
Quantile statistics
| Minimum | 10 |
|---|---|
| 5-th percentile | 30 |
| Q1 | 49.75 |
| median | 65 |
| Q3 | 95 |
| 95-th percentile | 131.05 |
| Maximum | 194 |
| Range | 184 |
| Interquartile range (IQR) | 45.25 |
Descriptive statistics
| Standard deviation | 32.72229417 |
|---|---|
| Coefficient of variation (CV) | 0.4493586126 |
| Kurtosis | 0.2978936607 |
| Mean | 72.82 |
| Median Absolute Deviation (MAD) | 20 |
| Skewness | 0.7446624978 |
| Sum | 58256 |
| Variance | 1070.748536 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 60 | 51 | 6.4% | |
| 40 | 49 | 6.1% | |
| 65 | 44 | 5.5% | |
| 50 | 39 | 4.9% | |
| 55 | 35 | 4.4% | |
| 45 | 33 | 4.1% | |
| 70 | 30 | 3.8% | |
| 35 | 29 | 3.6% | |
| 85 | 27 | 3.4% | |
| 80 | 27 | 3.4% | |
| 95 | 27 | 3.4% | |
| 100 | 27 | 3.4% | |
| 30 | 24 | 3.0% | |
| 90 | 21 | 2.6% | |
| 105 | 20 | 2.5% | |
| 75 | 18 | 2.2% | |
| 110 | 16 | 2.0% | |
| 120 | 14 | 1.8% | |
| 125 | 13 | 1.6% | |
| 130 | 11 | 1.4% | |
| 25 | 11 | 1.4% | |
| 115 | 9 | 1.1% | |
| 150 | 9 | 1.1% | |
| 83 | 8 | 1.0% | |
| 44 | 8 | 1.0% | |
| Other values (80) | 200 | 25.0% |
| Value | Count | Frequency (%) | |
| 10 | 3 | 0.4% | |
| 15 | 4 | 0.5% | |
| 20 | 8 | 1.0% | |
| 23 | 1 | 0.1% | |
| 24 | 2 | 0.2% | |
| 25 | 11 | 1.4% | |
| 27 | 2 | 0.2% | |
| 29 | 1 | 0.1% | |
| 30 | 24 | 3.0% | |
| 31 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 194 | 1 | 0.1% | |
| 180 | 3 | 0.4% | |
| 175 | 1 | 0.1% | |
| 170 | 3 | 0.4% | |
| 165 | 2 | 0.2% | |
| 160 | 2 | 0.2% | |
| 159 | 1 | 0.1% | |
| 154 | 2 | 0.2% | |
| 150 | 9 | 1.1% | |
| 145 | 4 | 0.5% |
Sp. Def
Real number (ℝ≥0)
| Distinct count | 92 |
|---|---|
| Unique (%) | 11.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 71.9025 |
|---|---|
| Minimum | 20 |
| Maximum | 230 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 6.4 KiB |
Quantile statistics
| Minimum | 20 |
|---|---|
| 5-th percentile | 32.95 |
| Q1 | 50 |
| median | 70 |
| Q3 | 90 |
| 95-th percentile | 120 |
| Maximum | 230 |
| Range | 210 |
| Interquartile range (IQR) | 40 |
Descriptive statistics
| Standard deviation | 27.8289158 |
|---|---|
| Coefficient of variation (CV) | 0.3870368318 |
| Kurtosis | 1.628394057 |
| Mean | 71.9025 |
| Median Absolute Deviation (MAD) | 20 |
| Skewness | 0.8540186115 |
| Sum | 57522 |
| Variance | 774.4485544 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 80 | 52 | 6.5% | |
| 50 | 50 | 6.2% | |
| 55 | 47 | 5.9% | |
| 65 | 44 | 5.5% | |
| 60 | 43 | 5.4% | |
| 75 | 40 | 5.0% | |
| 70 | 40 | 5.0% | |
| 90 | 36 | 4.5% | |
| 45 | 35 | 4.4% | |
| 85 | 30 | 3.8% | |
| 40 | 30 | 3.8% | |
| 95 | 29 | 3.6% | |
| 100 | 28 | 3.5% | |
| 30 | 20 | 2.5% | |
| 35 | 18 | 2.2% | |
| 105 | 17 | 2.1% | |
| 110 | 15 | 1.9% | |
| 120 | 13 | 1.6% | |
| 25 | 11 | 1.4% | |
| 63 | 10 | 1.2% | |
| 115 | 10 | 1.2% | |
| 48 | 9 | 1.1% | |
| 130 | 9 | 1.1% | |
| 150 | 7 | 0.9% | |
| 56 | 7 | 0.9% | |
| Other values (67) | 150 | 18.8% |
| Value | Count | Frequency (%) | |
| 20 | 6 | 0.8% | |
| 23 | 1 | 0.1% | |
| 25 | 11 | 1.4% | |
| 30 | 20 | 2.5% | |
| 31 | 1 | 0.1% | |
| 32 | 1 | 0.1% | |
| 33 | 1 | 0.1% | |
| 34 | 1 | 0.1% | |
| 35 | 18 | 2.2% | |
| 36 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 230 | 1 | 0.1% | |
| 200 | 1 | 0.1% | |
| 160 | 2 | 0.2% | |
| 154 | 3 | 0.4% | |
| 150 | 7 | 0.9% | |
| 140 | 2 | 0.2% | |
| 138 | 1 | 0.1% | |
| 135 | 4 | 0.5% | |
| 130 | 9 | 1.1% | |
| 129 | 1 | 0.1% |
Speed
Real number (ℝ≥0)
| Distinct count | 108 |
|---|---|
| Unique (%) | 13.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 68.2775 |
|---|---|
| Minimum | 5 |
| Maximum | 180 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 6.4 KiB |
Quantile statistics
| Minimum | 5 |
|---|---|
| 5-th percentile | 25 |
| Q1 | 45 |
| median | 65 |
| Q3 | 90 |
| 95-th percentile | 115 |
| Maximum | 180 |
| Range | 175 |
| Interquartile range (IQR) | 45 |
Descriptive statistics
| Standard deviation | 29.06047372 |
|---|---|
| Coefficient of variation (CV) | 0.4256229903 |
| Kurtosis | -0.2364366728 |
| Mean | 68.2775 |
| Median Absolute Deviation (MAD) | 21 |
| Skewness | 0.3579332951 |
| Sum | 54622 |
| Variance | 844.5111327 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 50 | 46 | 5.8% | |
| 60 | 44 | 5.5% | |
| 70 | 37 | 4.6% | |
| 65 | 36 | 4.5% | |
| 30 | 35 | 4.4% | |
| 80 | 33 | 4.1% | |
| 40 | 32 | 4.0% | |
| 90 | 31 | 3.9% | |
| 100 | 31 | 3.9% | |
| 55 | 30 | 3.8% | |
| 45 | 29 | 3.6% | |
| 85 | 27 | 3.4% | |
| 95 | 27 | 3.4% | |
| 35 | 22 | 2.8% | |
| 75 | 16 | 2.0% | |
| 110 | 15 | 1.9% | |
| 20 | 15 | 1.9% | |
| 105 | 12 | 1.5% | |
| 115 | 11 | 1.4% | |
| 25 | 10 | 1.2% | |
| 15 | 9 | 1.1% | |
| 58 | 8 | 1.0% | |
| 108 | 7 | 0.9% | |
| 101 | 7 | 0.9% | |
| 68 | 6 | 0.8% | |
| Other values (83) | 224 | 28.0% |
| Value | Count | Frequency (%) | |
| 5 | 2 | 0.2% | |
| 10 | 3 | 0.4% | |
| 15 | 9 | 1.1% | |
| 20 | 15 | 1.9% | |
| 22 | 1 | 0.1% | |
| 23 | 4 | 0.5% | |
| 24 | 1 | 0.1% | |
| 25 | 10 | 1.2% | |
| 28 | 4 | 0.5% | |
| 29 | 3 | 0.4% |
| Value | Count | Frequency (%) | |
| 180 | 1 | 0.1% | |
| 160 | 1 | 0.1% | |
| 150 | 4 | 0.5% | |
| 145 | 3 | 0.4% | |
| 140 | 2 | 0.2% | |
| 135 | 2 | 0.2% | |
| 130 | 6 | 0.8% | |
| 128 | 1 | 0.1% | |
| 127 | 1 | 0.1% | |
| 126 | 1 | 0.1% |
Generation
Real number (ℝ≥0)
| Distinct count | 6 |
|---|---|
| Unique (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.32375 |
|---|---|
| Minimum | 1 |
| Maximum | 6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 6.4 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 3 |
| Q3 | 5 |
| 95-th percentile | 6 |
| Maximum | 6 |
| Range | 5 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 1.6612904 |
|---|---|
| Coefficient of variation (CV) | 0.4998241145 |
| Kurtosis | -1.239575758 |
| Mean | 3.32375 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.01425810028 |
| Sum | 2659 |
| Variance | 2.759885795 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 1 | 166 | 20.8% | |
| 5 | 165 | 20.6% | |
| 3 | 160 | 20.0% | |
| 4 | 121 | 15.1% | |
| 2 | 106 | 13.2% | |
| 6 | 82 | 10.2% |
| Value | Count | Frequency (%) | |
| 1 | 166 | 20.8% | |
| 2 | 106 | 13.2% | |
| 3 | 160 | 20.0% | |
| 4 | 121 | 15.1% | |
| 5 | 165 | 20.6% | |
| 6 | 82 | 10.2% |
| Value | Count | Frequency (%) | |
| 6 | 82 | 10.2% | |
| 5 | 165 | 20.6% | |
| 4 | 121 | 15.1% | |
| 3 | 160 | 20.0% | |
| 2 | 106 | 13.2% | |
| 1 | 166 | 20.8% |
Legendary
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 928.0 B |
| False | |
|---|---|
| True | 65 |
| Value | Count | Frequency (%) | |
| False | 735 | 91.9% | |
| True | 65 | 8.1% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| Name | Type 1 | Type 2 | HP | Attack | Defense | Sp. Atk | Sp. Def | Speed | Generation | Legendary | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Bulbasaur | Grass | Poison | 45 | 49 | 49 | 65 | 65 | 45 | 1 | False |
| 1 | Ivysaur | Grass | Poison | 60 | 62 | 63 | 80 | 80 | 60 | 1 | False |
| 2 | Venusaur | Grass | Poison | 80 | 82 | 83 | 100 | 100 | 80 | 1 | False |
| 3 | Mega Venusaur | Grass | Poison | 80 | 100 | 123 | 122 | 120 | 80 | 1 | False |
| 4 | Charmander | Fire | NaN | 39 | 52 | 43 | 60 | 50 | 65 | 1 | False |
| 5 | Charmeleon | Fire | NaN | 58 | 64 | 58 | 80 | 65 | 80 | 1 | False |
| 6 | Charizard | Fire | Flying | 78 | 84 | 78 | 109 | 85 | 100 | 1 | False |
| 7 | Mega Charizard X | Fire | Dragon | 78 | 130 | 111 | 130 | 85 | 100 | 1 | False |
| 8 | Mega Charizard Y | Fire | Flying | 78 | 104 | 78 | 159 | 115 | 100 | 1 | False |
| 9 | Squirtle | Water | NaN | 44 | 48 | 65 | 50 | 64 | 43 | 1 | False |
Last rows
| Name | Type 1 | Type 2 | HP | Attack | Defense | Sp. Atk | Sp. Def | Speed | Generation | Legendary | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 790 | Noibat | Flying | Dragon | 40 | 30 | 35 | 45 | 40 | 55 | 6 | False |
| 791 | Noivern | Flying | Dragon | 85 | 70 | 80 | 97 | 80 | 123 | 6 | False |
| 792 | Xerneas | Fairy | NaN | 126 | 131 | 95 | 131 | 98 | 99 | 6 | True |
| 793 | Yveltal | Dark | Flying | 126 | 131 | 95 | 131 | 98 | 99 | 6 | True |
| 794 | Zygarde Half Forme | Dragon | Ground | 108 | 100 | 121 | 81 | 95 | 95 | 6 | True |
| 795 | Diancie | Rock | Fairy | 50 | 100 | 150 | 100 | 150 | 50 | 6 | True |
| 796 | Mega Diancie | Rock | Fairy | 50 | 160 | 110 | 160 | 110 | 110 | 6 | True |
| 797 | Hoopa Confined | Psychic | Ghost | 80 | 110 | 60 | 150 | 130 | 70 | 6 | True |
| 798 | Hoopa Unbound | Psychic | Dark | 80 | 160 | 60 | 170 | 130 | 80 | 6 | True |
| 799 | Volcanion | Fire | Water | 80 | 110 | 120 | 130 | 90 | 70 | 6 | True |